python-development
claudeModern Python development with Python 3.12+, Django, FastAPI, async patterns, and production best practices
16 skills · 1 command · 3 agents
Post-ship validation, launch planning, and cycle retrospectives. Final phase of the Freebird product development framework.
Not in a marketplace yet, so it loads for one session with --plugin-dir.
Plugin product-evaluation in AI-Foundry-Core/ril-agents. Commands read from the repo's manifest — 1 month ago.
kpi-frameworksKPI hierarchy definition, north star metrics, OKR trees, and leading vs. lagging indicator frameworks. Use when defining success metrics for a product, building a measurement plan, or evaluating whether current metrics actually reflect business health.
launch-rollout-patternsPhased rollout strategy, feature flag patterns, rollback trigger definition, and canary deployment criteria. Use when planning a product launch, designing a progressive rollout, or defining rollback thresholds.
retrospective-formatsPost-mortem structure, 5 Whys root cause analysis, blameless retrospective patterns, and improvement recommendation formats. Use when facilitating a cycle retrospective, conducting a post-mortem, or generating structured improvement recommendations.
/product-evaluation:run-evaluationRun the Freebird Evaluation phase — product evaluation, launch GTM planning, and post-mortem
launch-gtmPlan product launches, go-to-market strategy, rollout sequencing, and feature-flagged releases. Produces structured launch plans covering rollout phases, success criteria, and rollback triggers. Use PROACTIVELY for launch planning, GTM strategy, rollout sequencing, or release planning.
post-mortemConduct structured retrospectives on completed product cycles. Analyzes what went well, what didn't, and what to change. Produces post-mortem reports with actionable improvements that feed into the next planning cycle. Use PROACTIVELY for retrospectives, cycle reviews, or process improvement.
product-evaluationValidate shipped features against acceptance criteria, KPIs, and customer journeys. Produces evaluation reports with gap analysis and recommendations that feed into the next planning cycle. Use PROACTIVELY for product evaluation, feature validation, or gap analysis.
Modern Python development with Python 3.12+, Django, FastAPI, async patterns, and production best practices
16 skills · 1 command · 3 agents
Backend API design, GraphQL architecture, workflow orchestration with Temporal, and test-driven backend development
9 skills · 1 command · 8 agents
Orchestrate multi-agent teams for parallel code review, hypothesis-driven debugging, and coordinated feature development using Claude Code's Agent Teams
6 skills · 7 commands · 4 agents
Comprehensive UI/UX design plugin for mobile (iOS, Android, React Native) and web applications with design systems, accessibility, and modern patterns
9 skills · 4 commands · 3 agents
Cloud architecture design for AWS/Azure/GCP, Kubernetes cluster configuration, Terraform infrastructure-as-code, hybrid cloud networking, and multi-cloud cost optimization
8 skills · 7 agents
LLM application development with LangGraph, RAG systems, vector search, and AI agent architectures for Claude 4.6 and GPT-5.2
8 skills · 3 commands · 3 agents
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